Steam game

AI Learns To Drive

Train AI to drive! Create your own neural network and watch it evolve from chaos to mastery with the power of evolutionary algorithms and natural selection. Fine-tune the learning process to craft the ultimate AI driver, and test your creation in campaign challenges or on custom-built tracks.

$5.99 January 26, 2025

By ActivationFunction

Windows
View on Steam
AI Learns To Drive - ActivationFunction. Popular. Released January 26, 2025
Screenshot of AI Learns To Drive gameplay showing in-action mechanics Screenshot 2 of AI Learns To Drive - additional gameplay view Screenshot 3 of AI Learns To Drive - more gameplay footage Screenshot 4 of AI Learns To Drive - final gameplay screenshot

Overview

About this game

AI Learns To Drive is a sandbox simulation where you can create and train your own AI to drive a racing car across different tracks. The AI uses a simple feed-forward artificial neural network and is trained using evolutionary algorithms.

Edit AI

  • Customize your AI's neural network. Adjust settings like the number of layers and neurons to see how they affect learning. Experiment with different setups.

Edit Tracks

  • Design your own tracks with easy-to-use track editor. Choose from surfaces like asphalt, ice, and dirt to challenge your AI in various driving conditions.

Training

  • Train your AI using evolutionary algorithms. Over multiple generations, select the best-performing agents to create new, improved ones. Adjust training settings like time time limit, learning rate, and the number of agents to optimize learning.

Challenges

  • Test your AI's skills in campaign challenges. Earn stars by achieving goals like completing laps within a time limit, reaching high scores, or mastering tough tracks. Each challenge helps your AI improve.

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